Overview

Brought to you by YData

Dataset statistics

Number of variables	30
Number of observations	1392
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	680.3 KiB
Average record size in memory	500.5 B

Variable types

DateTime	2
Numeric	21
Text	1
Boolean	2
Categorical	4

Alerts

`Armor Cache` is highly overall correlated with `Medium Arms Cache` and 12 other fields	High correlation
`Medium Arms Cache` is highly overall correlated with `Armor Cache` and 11 other fields	High correlation
`Melee Cache` is highly overall correlated with `Armor Cache` and 10 other fields	High correlation
`Small Arms Cache` is highly overall correlated with `total_cache_value`	High correlation
`attacks` is highly overall correlated with `Armor Cache` and 7 other fields	High correlation
`duration_hours` is highly overall correlated with `duration_minutes`	High correlation
`duration_minutes` is highly overall correlated with `duration_hours`	High correlation
`faction_id` is highly overall correlated with `Armor Cache` and 11 other fields	High correlation
`faction_total_wins` is highly overall correlated with `faction_win_percentage` and 1 other fields	High correlation
`faction_win_percentage` is highly overall correlated with `faction_total_wins` and 2 other fields	High correlation
`member_count` is highly overall correlated with `Armor Cache` and 10 other fields	High correlation
`participating_member_count` is highly overall correlated with `Armor Cache` and 11 other fields	High correlation
`rank_after` is highly overall correlated with `rank_before` and 3 other fields	High correlation
`rank_before` is highly overall correlated with `rank_after` and 2 other fields	High correlation
`rank_number_after` is highly overall correlated with `Armor Cache` and 13 other fields	High correlation
`rank_number_before` is highly overall correlated with `Armor Cache` and 13 other fields	High correlation
`reward_points` is highly overall correlated with `Armor Cache` and 7 other fields	High correlation
`reward_respect` is highly overall correlated with `Armor Cache` and 12 other fields	High correlation
`score` is highly overall correlated with `Armor Cache` and 13 other fields	High correlation
`score_pct_of_war_total` is highly overall correlated with `attacks` and 3 other fields	High correlation
`total_cache_value` is highly overall correlated with `Armor Cache` and 13 other fields	High correlation
`total_war_score` is highly overall correlated with `Armor Cache` and 12 other fields	High correlation
`won` is highly overall correlated with `faction_total_wins` and 3 other fields	High correlation
`Heavy Arms Cache` is highly imbalanced (68.2%)	Imbalance
`forfeit` is highly imbalanced (96.0%)	Imbalance
`reward_points` has 656 (47.1%) zeros	Zeros
`Small Arms Cache` has 561 (40.3%) zeros	Zeros
`Armor Cache` has 584 (42.0%) zeros	Zeros
`Melee Cache` has 543 (39.0%) zeros	Zeros
`Medium Arms Cache` has 546 (39.2%) zeros	Zeros
`faction_win_percentage` has 374 (26.9%) zeros	Zeros
`rank_number_before` has 77 (5.5%) zeros	Zeros
`rank_number_after` has 45 (3.2%) zeros	Zeros
`total_cache_value` has 74 (5.3%) zeros	Zeros

Reproduction

Analysis started	2025-07-22 17:14:47.948338
Analysis finished	2025-07-22 17:15:44.913837
Duration	56.97 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

start_date
Date

Distinct	541
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Memory size	11.0 KiB

Minimum	2024-09-27 02:00:00
Maximum	2025-07-19 18:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

end_date
Date

Distinct	696
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	11.0 KiB

Minimum	2024-09-29 14:34:00
Maximum	2025-07-22 01:01:04
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

duration_hours
Real number (ℝ)

High correlation

Distinct	548
Distinct (%)	39.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.459325

Minimum	3.13
Maximum	116.02
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	3.13
5-th percentile	11.2885
Q1	29.9325
median	50.2
Q3	71.585
95-th percentile	102.02
Maximum	116.02
Range	112.89
Interquartile range (IQR)	41.6525

Descriptive statistics

Standard deviation	27.936789
Coefficient of variation (CV)	0.53254192
Kurtosis	-0.83450427
Mean	52.459325
Median Absolute Deviation (MAD)	20.735
Skewness	0.2794112
Sum	73023.38
Variance	780.4642
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57.02	14	1.0%
55.02	14	1.0%
82.02	14	1.0%
91.02	12	0.9%
95.02	12	0.9%
78.02	12	0.9%
90.02	10	0.7%
56.02	10	0.7%
49.02	10	0.7%
65.02	10	0.7%
Other values (538)	1274	91.5%

Value	Count	Frequency (%)
3.13	2	0.1%
4.33	2	0.1%
4.4	2	0.1%
4.71	2	0.1%
4.78	2	0.1%
4.82	2	0.1%
5.11	2	0.1%
6.02	2	0.1%
6.34	2	0.1%
6.52	4	0.3%

Value	Count	Frequency (%)
116.02	2	0.1%
115.61	2	0.1%
115.02	2	0.1%
113.02	2	0.1%
111.1	2	0.1%
111.02	2	0.1%
110.55	2	0.1%
110.02	2	0.1%
109.02	6	0.4%
108.13	2	0.1%

duration_minutes
Real number (ℝ)

High correlation

Distinct	536
Distinct (%)	38.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3147.4957

Minimum	188
Maximum	6961
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	188
5-th percentile	677.2
Q1	1796.25
median	3012
Q3	4294.75
95-th percentile	6121
Maximum	6961
Range	6773
Interquartile range (IQR)	2498.5

Descriptive statistics

Standard deviation	1676.1469
Coefficient of variation (CV)	0.53253349
Kurtosis	-0.83447171
Mean	3147.4957
Median Absolute Deviation (MAD)	1244
Skewness	0.27943796
Sum	4381314
Variance	2809468.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3421	14	1.0%
4921	14	1.0%
3301	14	1.0%
5701	12	0.9%
5461	12	0.9%
4681	12	0.9%
3901	10	0.7%
3661	10	0.7%
5401	10	0.7%
3361	10	0.7%
Other values (526)	1274	91.5%

Value	Count	Frequency (%)
188	2	0.1%
260	2	0.1%
264	2	0.1%
283	2	0.1%
287	2	0.1%
289	2	0.1%
306	2	0.1%
361	2	0.1%
381	2	0.1%
391	4	0.3%

Value	Count	Frequency (%)
6961	2	0.1%
6937	2	0.1%
6901	2	0.1%
6781	2	0.1%
6666	2	0.1%
6661	2	0.1%
6633	2	0.1%
6601	2	0.1%
6541	6	0.4%
6488	2	0.1%

war_id
Real number (ℝ)

Distinct	696
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23185.935

Minimum	18131
Maximum	28089
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	18131
5-th percentile	18677.75
Q1	20831.75
median	23108.5
Q3	25717.5
95-th percentile	27594.35
Maximum	28089
Range	9958
Interquartile range (IQR)	4885.75

Descriptive statistics

Standard deviation	2866.459
Coefficient of variation (CV)	0.12362922
Kurtosis	-1.2094197
Mean	23185.935
Median Absolute Deviation (MAD)	2441.5
Skewness	-0.010439622
Sum	32274822
Variance	8216587.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20149	2	0.1%
28013	2	0.1%
19075	2	0.1%
21794	2	0.1%
27260	2	0.1%
19276	2	0.1%
25942	2	0.1%
24267	2	0.1%
21792	2	0.1%
26933	2	0.1%
Other values (686)	1372	98.6%

Value	Count	Frequency (%)
18131	2	0.1%
18134	2	0.1%
18155	2	0.1%
18178	2	0.1%
18189	2	0.1%
18214	2	0.1%
18215	2	0.1%
18242	2	0.1%
18247	2	0.1%
18248	2	0.1%

Value	Count	Frequency (%)
28089	2	0.1%
28084	2	0.1%
28068	2	0.1%
28058	2	0.1%
28052	2	0.1%
28051	2	0.1%
28015	2	0.1%
28013	2	0.1%
28006	2	0.1%
27981	2	0.1%

faction_id
Real number (ℝ)

High correlation

Distinct	822
Distinct (%)	59.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39000.745

Minimum	89
Maximum	54339
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	89
5-th percentile	8336
Q1	23952
median	48680
Q3	51629.75
95-th percentile	53462.8
Maximum	54339
Range	54250
Interquartile range (IQR)	27677.75

Descriptive statistics

Standard deviation	16695.502
Coefficient of variation (CV)	0.42808161
Kurtosis	-0.73004079
Mean	39000.745
Median Absolute Deviation (MAD)	4290
Skewness	-0.94144622
Sum	54289037
Variance	2.7873977 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
937	7	0.5%
23952	6	0.4%
21368	6	0.4%
8677	6	0.4%
49247	6	0.4%
7835	6	0.4%
10184	5	0.4%
30584	5	0.4%
51056	5	0.4%
14821	5	0.4%
Other values (812)	1335	95.9%

Value	Count	Frequency (%)
89	1	0.1%
230	1	0.1%
231	3	0.2%
366	3	0.2%
478	1	0.1%
525	1	0.1%
937	7	0.5%
1117	1	0.1%
1251	1	0.1%
2095	1	0.1%

Value	Count	Frequency (%)
54339	1	0.1%
54260	1	0.1%
54250	1	0.1%
54249	1	0.1%
54245	1	0.1%
54226	1	0.1%
54214	2	0.1%
54212	1	0.1%
54200	1	0.1%
54197	1	0.1%

faction_name
Text

Distinct	822
Distinct (%)	59.1%
Missing	0
Missing (%)	0.0%
Memory size	86.2 KiB

Length

Max length	25
Median length	19
Mean length	14.047414
Min length	3

Characters and Unicode

Total characters	19554
Distinct characters	86
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	480 ?
Unique (%)	34.5%

Sample

1st row	Nub Navy
2nd row	Valor
3rd row	Colombo Crime Family
4th row	Toxic Spawn
5th row	The Swarm

Value	Count	Frequency (%)
the	218	7.0%
of	90	2.9%
	73	2.3%
monarch	37	1.2%
torn	21	0.7%
hq	21	0.7%
family	19	0.6%
x	18	0.6%
legion	16	0.5%
black	15	0.5%
Other values (1148)	2587	83.0%

Most occurring characters

Value	Count	Frequency (%)
	1738	8.9%
e	1625	8.3%
a	1256	6.4%
o	1089	5.6%
r	1085	5.5%
i	1056	5.4%
n	927	4.7%
s	906	4.6%
t	881	4.5%
l	745	3.8%
Other values (76)	8246	42.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19554	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1738	8.9%
e	1625	8.3%
a	1256	6.4%
o	1089	5.6%
r	1085	5.5%
i	1056	5.4%
n	927	4.7%
s	906	4.6%
t	881	4.5%
l	745	3.8%
Other values (76)	8246	42.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19554	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1738	8.9%
e	1625	8.3%
a	1256	6.4%
o	1089	5.6%
r	1085	5.5%
i	1056	5.4%
n	927	4.7%
s	906	4.6%
t	881	4.5%
l	745	3.8%
Other values (76)	8246	42.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19554	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1738	8.9%
e	1625	8.3%
a	1256	6.4%
o	1089	5.6%
r	1085	5.5%
i	1056	5.4%
n	927	4.7%
s	906	4.6%
t	881	4.5%
l	745	3.8%
Other values (76)	8246	42.2%

won
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

False	696
True	696

Value	Count	Frequency (%)
False	696	50.0%
True	696	50.0%

score
Real number (ℝ)

High correlation

Distinct	1271
Distinct (%)	91.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4726.7313

Minimum	0
Maximum	58790
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	355.95
Q1	1596.25
median	2771.5
Q3	5300.25
95-th percentile	16098.6
Maximum	58790
Range	58790
Interquartile range (IQR)	3704

Descriptive statistics

Standard deviation	5812.6088
Coefficient of variation (CV)	1.2297312
Kurtosis	20.114397
Mean	4726.7313
Median Absolute Deviation (MAD)	1576.5
Skewness	3.5994007
Sum	6579610
Variance	33786421
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2001	3	0.2%
2120	3	0.2%
2271	3	0.2%
673	3	0.2%
1953	3	0.2%
1281	3	0.2%
503	3	0.2%
2509	3	0.2%
2836	3	0.2%
2168	3	0.2%
Other values (1261)	1362	97.8%

Value	Count	Frequency (%)
0	2	0.1%
6	1	0.1%
9	2	0.1%
10	1	0.1%
23	1	0.1%
26	1	0.1%
29	1	0.1%
30	1	0.1%
41	1	0.1%
51	1	0.1%

Value	Count	Frequency (%)
58790	1	0.1%
53715	1	0.1%
53461	1	0.1%
52803	1	0.1%
39479	1	0.1%
37844	1	0.1%
37498	1	0.1%
33062	1	0.1%
32352	1	0.1%
31864	1	0.1%

total_war_score
Real number (ℝ)

High correlation

Distinct	675
Distinct (%)	48.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9453.4626

Minimum	933
Maximum	112251
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	933
5-th percentile	2238
Q1	3759
median	6246.5
Q3	11614
95-th percentile	24519.35
Maximum	112251
Range	111318
Interquartile range (IQR)	7855

Descriptive statistics

Standard deviation	9984.539
Coefficient of variation (CV)	1.056178
Kurtosis	31.638456
Mean	9453.4626
Median Absolute Deviation (MAD)	3096.5
Skewness	4.4243467
Sum	13159220
Variance	99691019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2552	4	0.3%
6204	4	0.3%
3962	4	0.3%
2813	4	0.3%
5780	4	0.3%
3347	4	0.3%
3693	4	0.3%
2926	4	0.3%
6353	4	0.3%
9963	4	0.3%
Other values (665)	1352	97.1%

Value	Count	Frequency (%)
933	2	0.1%
1479	2	0.1%
1634	2	0.1%
1676	2	0.1%
1754	2	0.1%
1755	2	0.1%
1756	2	0.1%
1761	2	0.1%
1784	2	0.1%
1791	2	0.1%

Value	Count	Frequency (%)
112251	2	0.1%
93194	2	0.1%
90301	2	0.1%
69708	2	0.1%
50595	2	0.1%
49518	2	0.1%
49242	2	0.1%
46998	2	0.1%
44612	2	0.1%
43604	2	0.1%

attacks
Real number (ℝ)

High correlation

Distinct	873
Distinct (%)	62.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	636.05316

Minimum	0
Maximum	7105
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	75.1
Q1	265
median	486
Q3	789.5
95-th percentile	1763.8
Maximum	7105
Range	7105
Interquartile range (IQR)	524.5

Descriptive statistics

Standard deviation	600.20185
Coefficient of variation (CV)	0.94363473
Kurtosis	22.696512
Mean	636.05316
Median Absolute Deviation (MAD)	249
Skewness	3.3790789
Sum	885386
Variance	360242.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
731	6	0.4%
600	6	0.4%
420	6	0.4%
92	5	0.4%
407	5	0.4%
519	5	0.4%
237	5	0.4%
269	5	0.4%
180	4	0.3%
370	4	0.3%
Other values (863)	1341	96.3%

Value	Count	Frequency (%)
0	2	0.1%
1	3	0.2%
2	1	0.1%
5	2	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%
11	1	0.1%

Value	Count	Frequency (%)
7105	1	0.1%
6700	1	0.1%
5444	1	0.1%
4608	1	0.1%
3549	1	0.1%
3309	1	0.1%
3254	1	0.1%
3228	1	0.1%
3082	1	0.1%
2873	1	0.1%

rank_before
Categorical

High correlation

Distinct	21
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Bronze I	117
Bronze	114
Platinum I	95
Silver I	95
Platinum II	92
Other values (16)	879

Length

Max length	12
Median length	10
Mean length	8.4942529
Min length	4

Characters and Unicode

Total characters	11824
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Diamond I
2nd row	Diamond I
3rd row	Silver I
4th row	Silver I
5th row	Gold II

Common Values

Value	Count	Frequency (%)
Bronze I	117	8.4%
Bronze	114	8.2%
Platinum I	95	6.8%
Silver I	95	6.8%
Platinum II	92	6.6%
Platinum III	79	5.7%
Unranked	77	5.5%
Bronze II	73	5.2%
Gold I	69	5.0%
Silver II	68	4.9%
Other values (11)	513	36.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
i	417	17.2%
bronze	371	15.3%
platinum	317	13.1%
ii	313	12.9%
iii	302	12.5%
silver	270	11.1%
gold	218	9.0%
diamond	139	5.7%
unranked	77	3.2%

Most occurring characters

Value	Count	Frequency (%)
I	1949	16.5%
	1032	8.7%
n	981	8.3%
l	805	6.8%
o	728	6.2%
i	726	6.1%
r	718	6.1%
e	718	6.1%
a	533	4.5%
m	456	3.9%
Other values (12)	3178	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11824	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	1949	16.5%
	1032	8.7%
n	981	8.3%
l	805	6.8%
o	728	6.2%
i	726	6.1%
r	718	6.1%
e	718	6.1%
a	533	4.5%
m	456	3.9%
Other values (12)	3178	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11824	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	1949	16.5%
	1032	8.7%
n	981	8.3%
l	805	6.8%
o	728	6.2%
i	726	6.1%
r	718	6.1%
e	718	6.1%
a	533	4.5%
m	456	3.9%
Other values (12)	3178	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11824	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	1949	16.5%
	1032	8.7%
n	981	8.3%
l	805	6.8%
o	728	6.2%
i	726	6.1%
r	718	6.1%
e	718	6.1%
a	533	4.5%
m	456	3.9%
Other values (12)	3178	26.9%

rank_after
Categorical

High correlation

Distinct	21
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Platinum I	112
Bronze	111
Bronze I	111
Bronze II	100
Silver I	92
Other values (16)	866

Length

Max length	12
Median length	10
Mean length	8.5387931
Min length	4

Characters and Unicode

Total characters	11886
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Diamond
2nd row	Diamond II
3rd row	Silver
4th row	Silver II
5th row	Gold I

Common Values

Value	Count	Frequency (%)
Platinum I	112	8.0%
Bronze	111	8.0%
Bronze I	111	8.0%
Bronze II	100	7.2%
Silver I	92	6.6%
Gold I	88	6.3%
Platinum III	87	6.2%
Platinum II	74	5.3%
Silver II	70	5.0%
Silver III	65	4.7%
Other values (11)	482	34.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
i	440	17.8%
bronze	385	15.6%
ii	348	14.1%
platinum	323	13.1%
iii	295	11.9%
silver	279	11.3%
gold	222	9.0%
diamond	138	5.6%
unranked	45	1.8%

Most occurring characters

Value	Count	Frequency (%)
I	2021	17.0%
	1083	9.1%
n	936	7.9%
l	824	6.9%
o	745	6.3%
i	740	6.2%
e	709	6.0%
r	709	6.0%
a	506	4.3%
m	461	3.9%
Other values (12)	3152	26.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11886	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	2021	17.0%
	1083	9.1%
n	936	7.9%
l	824	6.9%
o	745	6.3%
i	740	6.2%
e	709	6.0%
r	709	6.0%
a	506	4.3%
m	461	3.9%
Other values (12)	3152	26.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11886	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	2021	17.0%
	1083	9.1%
n	936	7.9%
l	824	6.9%
o	745	6.3%
i	740	6.2%
e	709	6.0%
r	709	6.0%
a	506	4.3%
m	461	3.9%
Other values (12)	3152	26.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11886	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	2021	17.0%
	1083	9.1%
n	936	7.9%
l	824	6.9%
o	745	6.3%
i	740	6.2%
e	709	6.0%
r	709	6.0%
a	506	4.3%
m	461	3.9%
Other values (12)	3152	26.5%

member_count
Real number (ℝ)

High correlation

Distinct	91
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.926006

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	10
5-th percentile	11
Q1	15
median	24
Q3	55.25
95-th percentile	98
Maximum	100
Range	90
Interquartile range (IQR)	40.25

Descriptive statistics

Standard deviation	29.548451
Coefficient of variation (CV)	0.77910792
Kurtosis	-0.47678546
Mean	37.926006
Median Absolute Deviation (MAD)	11
Skewness	1.0092196
Sum	52793
Variance	873.11098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	96	6.9%
13	87	6.2%
14	75	5.4%
11	64	4.6%
12	58	4.2%
20	48	3.4%
16	46	3.3%
18	45	3.2%
19	42	3.0%
17	41	2.9%
Other values (81)	790	56.8%

Value	Count	Frequency (%)
10	22	1.6%
11	64	4.6%
12	58	4.2%
13	87	6.2%
14	75	5.4%
15	96	6.9%
16	46	3.3%
17	41	2.9%
18	45	3.2%
19	42	3.0%

Value	Count	Frequency (%)
100	32	2.3%
99	31	2.2%
98	20	1.4%
97	16	1.1%
96	18	1.3%
95	4	0.3%
94	9	0.6%
93	14	1.0%
92	6	0.4%
91	11	0.8%

participating_member_count
Real number (ℝ)

High correlation

Distinct	95
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.490661

Minimum	0
Maximum	95
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	10
median	15
Q3	30
95-th percentile	70
Maximum	95
Range	95
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	20.050007
Coefficient of variation (CV)	0.853531
Kurtosis	1.8513037
Mean	23.490661
Median Absolute Deviation (MAD)	7
Skewness	1.5877124
Sum	32699
Variance	402.00279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	90	6.5%
10	83	6.0%
9	79	5.7%
13	69	5.0%
12	64	4.6%
14	61	4.4%
15	58	4.2%
8	56	4.0%
7	48	3.4%
6	42	3.0%
Other values (85)	742	53.3%

Value	Count	Frequency (%)
0	2	0.1%
1	5	0.4%
2	7	0.5%
3	15	1.1%
4	18	1.3%
5	21	1.5%
6	42	3.0%
7	48	3.4%
8	56	4.0%
9	79	5.7%

Value	Count	Frequency (%)
95	1	0.1%
94	1	0.1%
93	1	0.1%
92	4	0.3%
91	4	0.3%
90	3	0.2%
89	1	0.1%
88	5	0.4%
87	1	0.1%
85	3	0.2%

reward_respect
Real number (ℝ)

High correlation

Distinct	1233
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5111.199

Minimum	0
Maximum	33948
Zeros	3
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	344.65
Q1	1390.75
median	2516
Q3	5965
95-th percentile	19790.95
Maximum	33948
Range	33948
Interquartile range (IQR)	4574.25

Descriptive statistics

Standard deviation	6240.1933
Coefficient of variation (CV)	1.2208864
Kurtosis	4.4711059
Mean	5111.199
Median Absolute Deviation (MAD)	1596
Skewness	2.13886
Sum	7114789
Variance	38940012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1568	4	0.3%
1496	4	0.3%
1208	3	0.2%
1619	3	0.2%
1688	3	0.2%
1680	3	0.2%
1429	3	0.2%
1042	3	0.2%
823	3	0.2%
0	3	0.2%
Other values (1223)	1360	97.7%

Value	Count	Frequency (%)
0	3	0.2%
3	1	0.1%
5	1	0.1%
9	1	0.1%
17	1	0.1%
18	1	0.1%
29	1	0.1%
32	1	0.1%
35	1	0.1%
40	1	0.1%

Value	Count	Frequency (%)
33948	1	0.1%
33313	1	0.1%
32833	1	0.1%
32404	1	0.1%
31954	1	0.1%
31417	1	0.1%
30871	1	0.1%
30569	1	0.1%
30098	1	0.1%
29835	1	0.1%

reward_points
Real number (ℝ)

High correlation Zeros

Distinct	671
Distinct (%)	48.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1159.8211

Minimum	0
Maximum	11203
Zeros	656
Zeros (%)	47.1%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	218.5
Q3	1388.25
95-th percentile	5554.8
Maximum	11203
Range	11203
Interquartile range (IQR)	1388.25

Descriptive statistics

Standard deviation	1964.6854
Coefficient of variation (CV)	1.6939555
Kurtosis	6.0358815
Mean	1159.8211
Median Absolute Deviation (MAD)	218.5
Skewness	2.4071128
Sum	1614471
Variance	3859988.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	656	47.1%
596	3	0.2%
821	3	0.2%
715	3	0.2%
757	3	0.2%
813	3	0.2%
802	3	0.2%
589	3	0.2%
614	3	0.2%
534	3	0.2%
Other values (661)	709	50.9%

Value	Count	Frequency (%)
0	656	47.1%
3	1	0.1%
6	1	0.1%
10	1	0.1%
11	1	0.1%
15	1	0.1%
29	1	0.1%
32	1	0.1%
43	1	0.1%
48	1	0.1%

Value	Count	Frequency (%)
11203	1	0.1%
10993	1	0.1%
10835	1	0.1%
10693	1	0.1%
10368	1	0.1%
10187	1	0.1%
9932	1	0.1%
9815	1	0.1%
9694	1	0.1%
9637	1	0.1%

Small Arms Cache
Real number (ℝ)

High correlation Zeros

Distinct	10
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0280172

Minimum	0
Maximum	10
Zeros	561
Zeros (%)	40.3%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2092108
Coefficient of variation (CV)	1.1762554
Kurtosis	5.3780023
Mean	1.0280172
Median Absolute Deviation (MAD)	1
Skewness	1.8225644
Sum	1431
Variance	1.4621907
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	561	40.3%
1	482	34.6%
2	204	14.7%
3	83	6.0%
4	37	2.7%
5	15	1.1%
6	6	0.4%
8	2	0.1%
10	1	0.1%
7	1	0.1%

Value	Count	Frequency (%)
0	561	40.3%
1	482	34.6%
2	204	14.7%
3	83	6.0%
4	37	2.7%
5	15	1.1%
6	6	0.4%
7	1	0.1%
8	2	0.1%
10	1	0.1%

Value	Count	Frequency (%)
10	1	0.1%
8	2	0.1%
7	1	0.1%
6	6	0.4%
5	15	1.1%
4	37	2.7%
3	83	6.0%
2	204	14.7%
1	482	34.6%
0	561	40.3%

Armor Cache
Real number (ℝ)

High correlation Zeros

Distinct	16
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8060345

Minimum	0
Maximum	15
Zeros	584
Zeros (%)	42.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	8
Maximum	15
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.7110591
Coefficient of variation (CV)	1.5011115
Kurtosis	5.0211013
Mean	1.8060345
Median Absolute Deviation (MAD)	1
Skewness	2.1963061
Sum	2514
Variance	7.3498413
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	584	42.0%
1	346	24.9%
2	140	10.1%
3	88	6.3%
4	49	3.5%
5	47	3.4%
7	29	2.1%
6	28	2.0%
8	20	1.4%
9	18	1.3%
Other values (6)	43	3.1%

Value	Count	Frequency (%)
0	584	42.0%
1	346	24.9%
2	140	10.1%
3	88	6.3%
4	49	3.5%
5	47	3.4%
6	28	2.0%
7	29	2.1%
8	20	1.4%
9	18	1.3%

Value	Count	Frequency (%)
15	5	0.4%
14	3	0.2%
13	3	0.2%
12	8	0.6%
11	8	0.6%
10	16	1.1%
9	18	1.3%
8	20	1.4%
7	29	2.1%
6	28	2.0%

Melee Cache
Real number (ℝ)

High correlation Zeros

Distinct	13
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4195402

Minimum	0
Maximum	12
Zeros	543
Zeros (%)	39.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	6
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9280719
Coefficient of variation (CV)	1.3582369
Kurtosis	5.9631525
Mean	1.4195402
Median Absolute Deviation (MAD)	1
Skewness	2.2229342
Sum	1976
Variance	3.7174612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	543	39.0%
1	428	30.7%
2	164	11.8%
3	97	7.0%
4	52	3.7%
5	37	2.7%
6	27	1.9%
7	17	1.2%
8	9	0.6%
9	6	0.4%
Other values (3)	12	0.9%

Value	Count	Frequency (%)
0	543	39.0%
1	428	30.7%
2	164	11.8%
3	97	7.0%
4	52	3.7%
5	37	2.7%
6	27	1.9%
7	17	1.2%
8	9	0.6%
9	6	0.4%

Value	Count	Frequency (%)
12	3	0.2%
11	3	0.2%
10	6	0.4%
9	6	0.4%
8	9	0.6%
7	17	1.2%
6	27	1.9%
5	37	2.7%
4	52	3.7%
3	97	7.0%

Medium Arms Cache
Real number (ℝ)

High correlation Zeros

Distinct	17
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7385057

Minimum	0
Maximum	18
Zeros	546
Zeros (%)	39.2%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	7
Maximum	18
Range	18
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.4805231
Coefficient of variation (CV)	1.4268133
Kurtosis	6.2101032
Mean	1.7385057
Median Absolute Deviation (MAD)	1
Skewness	2.2886559
Sum	2420
Variance	6.152995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	546	39.2%
1	365	26.2%
2	160	11.5%
3	97	7.0%
4	62	4.5%
5	47	3.4%
6	35	2.5%
7	20	1.4%
9	15	1.1%
8	14	1.0%
Other values (7)	31	2.2%

Value	Count	Frequency (%)
0	546	39.2%
1	365	26.2%
2	160	11.5%
3	97	7.0%
4	62	4.5%
5	47	3.4%
6	35	2.5%
7	20	1.4%
8	14	1.0%
9	15	1.1%

Value	Count	Frequency (%)
18	1	0.1%
15	1	0.1%
14	3	0.2%
13	2	0.1%
12	6	0.4%
11	11	0.8%
10	7	0.5%
9	15	1.1%
8	14	1.0%
7	20	1.4%

Heavy Arms Cache
Categorical

Imbalance

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	70.8 KiB

0.0	1213
1.0	156
2.0	19
3.0	4

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4176
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1213	87.1%
1.0	156	11.2%
2.0	19	1.4%
3.0	4	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1213	87.1%
1.0	156	11.2%
2.0	19	1.4%
3.0	4	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	2605	62.4%
.	1392	33.3%
1	156	3.7%
2	19	0.5%
3	4	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4176	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2605	62.4%
.	1392	33.3%
1	156	3.7%
2	19	0.5%
3	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4176	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2605	62.4%
.	1392	33.3%
1	156	3.7%
2	19	0.5%
3	4	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4176	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2605	62.4%
.	1392	33.3%
1	156	3.7%
2	19	0.5%
3	4	0.1%

forfeit
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

False	1386
True	6

Value	Count	Frequency (%)
False	1386	99.6%
True	6	0.4%

score_pct_of_war_total
Real number (ℝ)

High correlation

Distinct	676
Distinct (%)	48.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5

Minimum	0
Maximum	1
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.09855
Q1	0.25375
median	0.5
Q3	0.74625
95-th percentile	0.90145
Maximum	1
Range	1
Interquartile range (IQR)	0.4925

Descriptive statistics

Standard deviation	0.27352683
Coefficient of variation (CV)	0.54705365
Kurtosis	-1.4089017
Mean	0.5
Median Absolute Deviation (MAD)	0.2465
Skewness	0
Sum	696
Variance	0.074816925
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.35	8	0.6%
0.65	8	0.6%
0.286	7	0.5%
0.714	7	0.5%
0.748	7	0.5%
0.252	7	0.5%
0.723	6	0.4%
0.277	6	0.4%
0.24	6	0.4%
0.76	6	0.4%
Other values (666)	1324	95.1%

Value	Count	Frequency (%)
0	2	0.1%
0.001	1	0.1%
0.003	2	0.1%
0.004	2	0.1%
0.006	1	0.1%
0.008	1	0.1%
0.013	1	0.1%
0.014	1	0.1%
0.017	1	0.1%
0.021	1	0.1%

Value	Count	Frequency (%)
1	2	0.1%
0.999	1	0.1%
0.997	2	0.1%
0.996	2	0.1%
0.994	1	0.1%
0.992	1	0.1%
0.987	1	0.1%
0.986	1	0.1%
0.983	1	0.1%
0.979	1	0.1%

faction_total_wins
Categorical

High correlation

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	68.1 KiB

1	635
0	374
2	212
3	132
4	39

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1392
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	2
3rd row	0
4th row	2
5th row	0

Common Values

Value	Count	Frequency (%)
1	635	45.6%
0	374	26.9%
2	212	15.2%
3	132	9.5%
4	39	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	635	45.6%
0	374	26.9%
2	212	15.2%
3	132	9.5%
4	39	2.8%

Most occurring characters

Value	Count	Frequency (%)
1	635	45.6%
0	374	26.9%
2	212	15.2%
3	132	9.5%
4	39	2.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1392	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	635	45.6%
0	374	26.9%
2	212	15.2%
3	132	9.5%
4	39	2.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1392	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	635	45.6%
0	374	26.9%
2	212	15.2%
3	132	9.5%
4	39	2.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1392	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	635	45.6%
0	374	26.9%
2	212	15.2%
3	132	9.5%
4	39	2.8%

faction_total_wars
Real number (ℝ)

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3146552

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	7
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3266556
Coefficient of variation (CV)	0.57315475
Kurtosis	0.45350433
Mean	2.3146552
Median Absolute Deviation (MAD)	1
Skewness	0.9705261
Sum	3222
Variance	1.7600151
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	480	34.5%
2	396	28.4%
3	255	18.3%
4	164	11.8%
5	60	4.3%
6	30	2.2%
7	7	0.5%

Value	Count	Frequency (%)
1	480	34.5%
2	396	28.4%
3	255	18.3%
4	164	11.8%
5	60	4.3%
6	30	2.2%
7	7	0.5%

Value	Count	Frequency (%)
7	7	0.5%
6	30	2.2%
5	60	4.3%
4	164	11.8%
3	255	18.3%
2	396	28.4%
1	480	34.5%

faction_win_percentage
Real number (ℝ)

High correlation Zeros

Distinct	12
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5

Minimum	0
Maximum	1
Zeros	374
Zeros (%)	26.9%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.5
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.38263191
Coefficient of variation (CV)	0.76526381
Kurtosis	-1.3813306
Mean	0.5
Median Absolute Deviation (MAD)	0.5
Skewness	0.016632636
Sum	696
Variance	0.14640718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	387	27.8%
0	374	26.9%
0.5	282	20.3%
0.3333333333	102	7.3%
0.6666666667	84	6.0%
0.25	56	4.0%
0.75	40	2.9%
0.4	20	1.4%
0.6	20	1.4%
0.8	10	0.7%
Other values (2)	17	1.2%

Value	Count	Frequency (%)
0	374	26.9%
0.2	10	0.7%
0.25	56	4.0%
0.3333333333	102	7.3%
0.4	20	1.4%
0.5	282	20.3%
0.5714285714	7	0.5%
0.6	20	1.4%
0.6666666667	84	6.0%
0.75	40	2.9%

Value	Count	Frequency (%)
1	387	27.8%
0.8	10	0.7%
0.75	40	2.9%
0.6666666667	84	6.0%
0.6	20	1.4%
0.5714285714	7	0.5%
0.5	282	20.3%
0.4	20	1.4%
0.3333333333	102	7.3%
0.25	56	4.0%

rank_number_before
Real number (ℝ)

High correlation Zeros

Distinct	21
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.704023

Minimum	0
Maximum	20
Zeros	77
Zeros (%)	5.5%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	8
Q3	14
95-th percentile	19
Maximum	20
Range	20
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	5.9712983
Coefficient of variation (CV)	0.6860389
Kurtosis	-1.21967
Mean	8.704023
Median Absolute Deviation (MAD)	6
Skewness	0.18312666
Sum	12116
Variance	35.656404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
2	117	8.4%
1	114	8.2%
14	95	6.8%
6	95	6.8%
15	92	6.6%
16	79	5.7%
0	77	5.5%
3	73	5.2%
10	69	5.0%
7	68	4.9%
Other values (11)	513	36.9%

Value	Count	Frequency (%)
0	77	5.5%
1	114	8.2%
2	117	8.4%
3	73	5.2%
4	67	4.8%
5	43	3.1%
6	95	6.8%
7	68	4.9%
8	64	4.6%
9	52	3.7%

Value	Count	Frequency (%)
20	43	3.1%
19	32	2.3%
18	41	2.9%
17	23	1.7%
16	79	5.7%
15	92	6.6%
14	95	6.8%
13	51	3.7%
12	49	3.5%
11	48	3.4%

rank_number_after
Real number (ℝ)

High correlation Zeros

Distinct	21
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.8678161

Minimum	0
Maximum	20
Zeros	45
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	8
Q3	14
95-th percentile	19
Maximum	20
Range	20
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	5.8613061
Coefficient of variation (CV)	0.66096387
Kurtosis	-1.2089068
Mean	8.8678161
Median Absolute Deviation (MAD)	5
Skewness	0.18354765
Sum	12344
Variance	34.354909
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
14	112	8.0%
1	111	8.0%
2	111	8.0%
3	100	7.2%
6	92	6.6%
10	88	6.3%
16	87	6.2%
15	74	5.3%
7	70	5.0%
8	65	4.7%
Other values (11)	482	34.6%

Value	Count	Frequency (%)
0	45	3.2%
1	111	8.0%
2	111	8.0%
3	100	7.2%
4	63	4.5%
5	52	3.7%
6	92	6.6%
7	70	5.0%
8	65	4.7%
9	32	2.3%

Value	Count	Frequency (%)
20	38	2.7%
19	44	3.2%
18	37	2.7%
17	19	1.4%
16	87	6.2%
15	74	5.3%
14	112	8.0%
13	50	3.6%
12	42	3.0%
11	60	4.3%

total_cache_value
Real number (ℝ)

High correlation Zeros

Distinct	507
Distinct (%)	36.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1246.0453

Minimum	0
Maximum	8267
Zeros	74
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	309
median	610
Q3	1449.5
95-th percentile	4934.8
Maximum	8267
Range	8267
Interquartile range (IQR)	1140.5

Descriptive statistics

Standard deviation	1574.2166
Coefficient of variation (CV)	1.2633703
Kurtosis	4.5276304
Mean	1246.0453
Median Absolute Deviation (MAD)	420
Skewness	2.1486651
Sum	1734495
Variance	2478157.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	74	5.3%
133	70	5.0%
111	60	4.3%
420	51	3.7%
190	47	3.4%
323	42	3.0%
309	39	2.8%
442	30	2.2%
301	27	1.9%
244	27	1.9%
Other values (497)	925	66.5%

Value	Count	Frequency (%)
0	74	5.3%
111	60	4.3%
133	70	5.0%
190	47	3.4%
222	17	1.2%
244	27	1.9%
266	16	1.1%
301	27	1.9%
309	39	2.8%
323	42	3.0%

Value	Count	Frequency (%)
8267	1	0.1%
8205	1	0.1%
8117	1	0.1%
8041	1	0.1%
8015	1	0.1%
8012	1	0.1%
7976	1	0.1%
7908	1	0.1%
7885	1	0.1%
7686	1	0.1%

Interactions

Correlations

	Armor Cache	Heavy Arms Cache	Medium Arms Cache	Melee Cache	Small Arms Cache	attacks	duration_hours	duration_minutes	faction_id	faction_total_wars	faction_total_wins	faction_win_percentage	forfeit	member_count	participating_member_count	rank_after	rank_before	rank_number_after	rank_number_before	reward_points	reward_respect	score	score_pct_of_war_total	total_cache_value	total_war_score	war_id	won
Armor Cache	1.000	0.416	0.562	0.502	0.363	0.569	0.070	0.070	-0.593	0.205	0.176	0.302	0.000	0.621	0.658	0.365	0.296	0.740	0.680	0.519	0.846	0.727	0.388	0.867	0.605	0.021	0.321
Heavy Arms Cache	0.416	1.000	0.282	0.256	0.179	0.143	0.081	0.081	0.193	0.116	0.122	0.086	0.000	0.242	0.264	0.269	0.259	0.250	0.238	0.268	0.358	0.196	0.102	0.383	0.161	0.000	0.161
Medium Arms Cache	0.562	0.282	1.000	0.511	0.368	0.533	0.084	0.084	-0.577	0.207	0.183	0.297	0.000	0.596	0.632	0.337	0.288	0.708	0.655	0.492	0.811	0.680	0.379	0.785	0.572	0.028	0.304
Melee Cache	0.502	0.256	0.511	1.000	0.298	0.443	0.103	0.103	-0.531	0.190	0.174	0.225	0.000	0.529	0.545	0.277	0.247	0.595	0.561	0.444	0.680	0.563	0.270	0.662	0.514	-0.033	0.241
Small Arms Cache	0.363	0.179	0.368	0.298	1.000	0.311	0.056	0.056	-0.336	0.159	0.163	0.182	0.000	0.353	0.383	0.198	0.179	0.432	0.401	0.300	0.485	0.411	0.242	0.501	0.336	0.001	0.216
attacks	0.569	0.143	0.533	0.443	0.311	1.000	-0.023	-0.023	-0.329	0.109	0.151	0.481	0.000	0.415	0.673	0.188	0.130	0.394	0.279	0.365	0.685	0.922	0.684	0.683	0.576	-0.055	0.459
duration_hours	0.070	0.081	0.084	0.103	0.056	-0.023	1.000	1.000	0.038	0.047	0.040	0.018	0.071	-0.160	-0.121	0.130	0.152	0.059	0.057	-0.025	0.096	-0.034	0.000	0.096	-0.148	0.028	0.000
duration_minutes	0.070	0.081	0.084	0.103	0.056	-0.023	1.000	1.000	0.038	0.047	0.040	0.018	0.071	-0.160	-0.121	0.130	0.152	0.059	0.057	-0.025	0.096	-0.034	0.000	0.096	-0.148	0.028	0.000
faction_id	-0.593	0.193	-0.577	-0.531	-0.336	-0.329	0.038	0.038	1.000	-0.233	0.191	-0.051	0.017	-0.695	-0.625	0.288	0.286	-0.768	-0.771	-0.577	-0.686	-0.510	-0.032	-0.682	-0.695	0.094	0.000
faction_total_wars	0.205	0.116	0.207	0.190	0.159	0.109	0.047	0.047	-0.233	1.000	0.469	0.005	0.000	0.276	0.240	0.163	0.168	0.270	0.284	0.226	0.243	0.173	0.004	0.243	0.239	-0.039	0.038
faction_total_wins	0.176	0.122	0.183	0.174	0.163	0.151	0.040	0.040	0.191	0.469	1.000	0.661	0.000	0.109	0.179	0.277	0.188	0.209	0.176	0.189	0.210	0.144	0.309	0.212	0.056	0.061	0.615
faction_win_percentage	0.302	0.086	0.297	0.225	0.182	0.481	0.018	0.018	-0.051	0.005	0.661	1.000	0.000	0.020	0.188	0.207	0.115	0.206	0.066	0.138	0.391	0.444	0.670	0.389	0.013	0.003	0.761
forfeit	0.000	0.000	0.000	0.000	0.000	0.000	0.071	0.071	0.017	0.000	0.000	0.000	1.000	0.062	0.047	0.122	0.137	0.065	0.091	0.063	0.047	0.000	0.175	0.034	0.000	0.061	0.000
member_count	0.621	0.242	0.596	0.529	0.353	0.415	-0.160	-0.160	-0.695	0.276	0.109	0.020	0.062	1.000	0.828	0.287	0.293	0.639	0.646	0.473	0.686	0.598	0.013	0.682	0.815	0.009	0.000
participating_member_count	0.658	0.264	0.632	0.545	0.383	0.673	-0.121	-0.121	-0.625	0.240	0.179	0.188	0.047	0.828	1.000	0.282	0.245	0.606	0.572	0.475	0.764	0.768	0.288	0.761	0.785	0.008	0.285
rank_after	0.365	0.269	0.337	0.277	0.198	0.188	0.130	0.130	0.288	0.163	0.277	0.207	0.122	0.287	0.282	1.000	0.663	0.996	0.725	0.397	0.475	0.226	0.214	0.467	0.221	0.000	0.559
rank_before	0.296	0.259	0.288	0.247	0.179	0.130	0.152	0.152	0.286	0.168	0.188	0.115	0.137	0.293	0.245	0.663	1.000	0.709	0.996	0.323	0.377	0.195	0.093	0.378	0.255	0.062	0.040
rank_number_after	0.740	0.250	0.708	0.595	0.432	0.394	0.059	0.059	-0.768	0.270	0.209	0.206	0.065	0.639	0.606	0.996	0.709	1.000	0.978	0.616	0.851	0.615	0.177	0.849	0.716	-0.006	0.321
rank_number_before	0.680	0.238	0.655	0.561	0.401	0.279	0.057	0.057	-0.771	0.284	0.176	0.066	0.091	0.646	0.572	0.725	0.996	0.978	1.000	0.598	0.777	0.517	0.020	0.774	0.726	-0.009	0.000
reward_points	0.519	0.268	0.492	0.444	0.300	0.365	-0.025	-0.025	-0.577	0.226	0.189	0.138	0.063	0.473	0.475	0.397	0.323	0.616	0.598	1.000	0.609	0.507	0.159	0.601	0.530	-0.429	0.273
reward_respect	0.846	0.358	0.811	0.680	0.485	0.685	0.096	0.096	-0.686	0.243	0.210	0.391	0.047	0.686	0.764	0.475	0.377	0.851	0.777	0.609	1.000	0.858	0.488	0.996	0.699	-0.007	0.341
score	0.727	0.196	0.680	0.563	0.411	0.922	-0.034	-0.034	-0.510	0.173	0.144	0.444	0.000	0.598	0.768	0.226	0.195	0.615	0.517	0.507	0.858	1.000	0.610	0.855	0.735	-0.039	0.369
score_pct_of_war_total	0.388	0.102	0.379	0.270	0.242	0.684	0.000	0.000	-0.032	0.004	0.309	0.670	0.175	0.013	0.288	0.214	0.093	0.177	0.020	0.159	0.488	0.610	1.000	0.488	0.000	0.000	0.997
total_cache_value	0.867	0.383	0.785	0.662	0.501	0.683	0.096	0.096	-0.682	0.243	0.212	0.389	0.034	0.682	0.761	0.467	0.378	0.849	0.774	0.601	0.996	0.855	0.488	1.000	0.694	0.001	0.357
total_war_score	0.605	0.161	0.572	0.514	0.336	0.576	-0.148	-0.148	-0.695	0.239	0.056	0.013	0.000	0.815	0.785	0.221	0.255	0.716	0.726	0.530	0.699	0.735	0.000	0.694	1.000	-0.038	0.000
war_id	0.021	0.000	0.028	-0.033	0.001	-0.055	0.028	0.028	0.094	-0.039	0.061	0.003	0.061	0.009	0.008	0.000	0.062	-0.006	-0.009	-0.429	-0.007	-0.039	0.000	0.001	-0.038	1.000	0.000
won	0.321	0.161	0.304	0.241	0.216	0.459	0.000	0.000	0.000	0.038	0.615	0.761	0.000	0.000	0.285	0.559	0.040	0.321	0.000	0.273	0.341	0.369	0.997	0.357	0.000	0.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	start_date	end_date	duration_hours	duration_minutes	war_id	faction_id	faction_name	won	score	total_war_score	attacks	rank_before	rank_after	member_count	participating_member_count	reward_respect	reward_points	Small Arms Cache	Armor Cache	Melee Cache	Medium Arms Cache	Heavy Arms Cache	forfeit	score_pct_of_war_total	faction_total_wins	faction_total_wars	faction_win_percentage	rank_number_before	rank_number_after	total_cache_value
0	2025-07-11 14:00:00	2025-07-15 02:00:57	84.02	5041.0	28013	33241	Nub Navy	False	3816	14668	459	Diamond I	Diamond	97	46	10744	0	2.0	4.0	3.0	3.0	1.0	False	0.260	0	2	0.000000	18	17	2797.0
1	2025-07-11 14:00:00	2025-07-15 02:00:57	84.02	5041.0	28013	41929	Valor	True	10852	14668	796	Diamond I	Diamond II	100	27	25520	0	5.0	11.0	2.0	11.0	1.0	False	0.740	2	3	0.666667	18	19	6680.0
2	2024-11-08 20:00:00	2024-11-11 23:00:55	75.02	4501.0	19075	50356	Colombo Crime Family	False	2753	7050	614	Silver I	Silver	19	12	1443	0	0.0	0.0	2.0	0.0	0.0	False	0.390	0	1	0.000000	6	5	266.0
3	2024-11-08 20:00:00	2024-11-11 23:00:55	75.02	4501.0	19075	50568	Toxic Spawn	True	4297	7050	827	Silver I	Silver II	15	11	2293	757	0.0	1.0	0.0	1.0	0.0	False	0.610	2	2	1.000000	6	7	499.0
4	2025-02-01 18:00:00	2025-02-03 11:35:09	41.59	2495.0	21794	41777	The Swarm	False	610	4177	92	Gold II	Gold I	11	8	763	0	2.0	0.0	0.0	0.0	0.0	False	0.146	0	1	0.000000	11	10	222.0
5	2025-02-01 18:00:00	2025-02-03 11:35:09	41.59	2495.0	21794	47600	Valhalla Warriors	True	3567	4177	615	Gold I	Gold II	13	11	3117	1029	2.0	0.0	2.0	1.0	0.0	False	0.854	2	2	1.000000	10	11	678.0
6	2025-06-28 20:00:00	2025-07-01 01:18:15	53.30	3198.0	27260	51708	Tribunal Global Network	False	4061	11203	360	Silver II	Silver I	36	23	2419	0	0.0	2.0	0.0	0.0	0.0	False	0.362	0	1	0.000000	7	6	618.0
7	2025-06-28 20:00:00	2025-07-01 01:18:15	53.30	3198.0	27260	52787	Bliss	True	7142	11203	1064	Silver I	Silver II	25	23	3377	0	2.0	1.0	1.0	1.0	0.0	False	0.638	2	2	1.000000	6	7	854.0
8	2024-11-16 22:00:00	2024-11-19 04:56:06	54.94	3296.0	19276	50642	midnight claw	True	4537	7278	783	Bronze II	Bronze III	23	19	2528	0	2.0	1.0	1.0	0.0	0.0	False	0.623	3	4	0.750000	3	4	664.0
9	2024-11-16 22:00:00	2024-11-19 04:56:06	54.94	3296.0	19276	50723	Shaggers	False	2741	7278	656	Bronze I	Bronze	29	21	1140	0	1.0	0.0	1.0	0.0	0.0	False	0.377	1	4	0.250000	2	1	244.0

	start_date	end_date	duration_hours	duration_minutes	war_id	faction_id	faction_name	won	score	total_war_score	attacks	rank_before	rank_after	member_count	participating_member_count	reward_respect	reward_points	Small Arms Cache	Armor Cache	Melee Cache	Medium Arms Cache	forfeit	score_pct_of_war_total	faction_total_wins	faction_total_wars	faction_win_percentage	rank_number_before	rank_number_after	total_cache_value
1382	2024-11-08 17:00:00	2024-11-10 03:00:28	34.01	2040.0	19051	47445	Blade of Vengeance	False	945	5409	150	Silver II	Silver I	20	10	844	279	0.0	0.0	1.0	0.0	False	0.175	1	2	0.500000	7	6	133.0
1383	2024-11-08 17:00:00	2024-11-10 03:00:28	34.01	2040.0	19051	49147	Gladiators	True	4464	5409	672	Silver III	Gold I	29	22	3744	1236	2.0	1.0	0.0	2.0	False	0.825	1	2	0.500000	8	10	911.0
1384	2024-12-27 20:00:00	2024-12-29 13:49:30	41.83	2510.0	20555	51754	Outlaws HQ II	True	1908	2334	483	Bronze II	Bronze III	13	11	2037	0	1.0	0.0	1.0	1.0	False	0.817	4	5	0.800000	3	4	434.0
1385	2024-12-27 20:00:00	2024-12-29 13:49:30	41.83	2510.0	20555	52793	Crimson Tech	False	426	2334	86	Bronze I	Bronze	13	8	472	0	1.0	0.0	0.0	0.0	False	0.183	0	2	0.000000	2	1	111.0
1386	2025-04-12 19:00:00	2025-04-13 11:01:25	16.02	961.0	24166	17924	The Brotherhood of Light	False	1220	7940	186	Bronze III	Bronze II	45	19	717	237	0.0	0.0	1.0	0.0	False	0.154	0	1	0.000000	4	3	133.0
1387	2025-04-12 19:00:00	2025-04-13 11:01:25	16.02	961.0	24166	20211	CR-ACK	True	6720	7940	955	Silver	Silver I	51	40	5021	1657	1.0	2.0	1.0	2.0	False	0.846	1	5	0.200000	5	6	1242.0
1388	2025-04-26 20:00:00	2025-04-27 21:12:33	25.21	1513.0	24609	46529	Human Instinct	True	5172	6423	832	Gold I	Gold II	17	15	3837	0	0.0	2.0	1.0	1.0	False	0.805	1	1	1.000000	10	11	941.0
1389	2025-04-26 20:00:00	2025-04-27 21:12:33	25.21	1513.0	24609	49247	DirtyDogMilitants	False	1251	6423	137	Gold II	Gold I	16	5	1208	399	0.0	1.0	0.0	0.0	False	0.195	4	6	0.666667	11	10	309.0
1390	2024-12-14 18:00:00	2024-12-17 22:11:24	76.19	4571.0	20149	50711	Diamond Cartel	False	2302	5546	625	Bronze II	Bronze I	13	11	1018	0	1.0	0.0	1.0	0.0	False	0.415	0	1	0.000000	3	2	244.0
1391	2024-12-14 18:00:00	2024-12-17 22:11:24	76.19	4571.0	20149	52484	Valors Edge	True	3244	5546	495	Bronze III	Silver I	16	4	2370	0	1.0	1.0	1.0	0.0	False	0.585	1	1	1.000000	4	6	553.0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample